Research on an Improved Transformer Model for Predicting Crude Oil Prices

Guan, Heng (2024) Research on an Improved Transformer Model for Predicting Crude Oil Prices. In: Proceedings of the 5th Management Science Informatization and Economic Innovation Development Conference, MSIEID 2023, December 8–10, 2023, Guangzhou, China.

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Abstract

To enhance the precision of crude oil price prediction, this study introduces an innovative method that integrates the attention mechanism from transformer models with normal distribution functions. The incorporation of normal distribution functions aids in capturing the inherent volatility w

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:30
Last Modified: 16 Apr 2026 23:55
URI: http://eprints.eai.eu/id/eprint/48631

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